MCP Memory - Fast Agent Memory Using Google's OKF and SQLite FTS5
Show HN: MCP Memory – Fast Agent Memory Using Google's OKF and SQLite FTS5
MCP Memory is a Model Context Protocol (MCP) server that gives AI agents like Claude Desktop, Cursor, and Windsurf persistent, long-term memory. It stores memories in Google's Open Knowledge Format (OKF v0.2) and indexes them with SQLite FTS5 for sub-20ms lookups and instant keyword searches. Features include namespace isolation, a human-browsable OKF directory, and a zero-boilerplate setup wizard. Ideal for maintaining context across sessions, it helps agents remember user preferences, project architecture, and progress checkpoints.
MCP Memory bridges the gap between stateless AI interactions and the need for persistent, structured memory, enabling agents to pick up right where they left off with sub-20ms recall.